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Constrained Intelligence's avatar

The voice.md and about-me.md concept is the part of this that landed hardest. I work inside a large company where Copilot is the approved tool, and I used exactly this thinking — but started with what I had access to. Used Copilot's research mode to extract my communication patterns from emails and Teams messages, then fed the profile back as custom instructions. The result was the first time an AI draft sounded like me without three rounds of editing.

The interesting tension: Copilot has these customization features, but buries them. Claude's architecture pushes you toward building these context layers. The "teach the tool your voice" step might be the highest-ROI thing a constrained practitioner can do, regardless of which tool they're using. Writing about this exact jump at Constrained Intelligence.

The Stock Market Curator 📓's avatar

So the digital twin becomes actual infrastructure.

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